Cover Image

DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Jialong, Zhang, Linhai, Zhou, Deyu, Xu, Guoqiang
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models
by: Zhang, Linhai, et al.
Published: (2024)

Fine-grainedly Synthesize Streaming Data Based On Large Language Models With Graph Structure Understanding For Data Sparsity
by: Zhang, Xin, et al.
Published: (2024)

Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment
by: Zhang, Congzhi, et al.
Published: (2024)

Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment
by: Zhang, Congzhi, et al.
Published: (2024)

Extensible Multi-Granularity Fusion Network and Transferable Curriculum Learning for Aspect-based Sentiment Analysis
by: Li, Xinran, et al.
Published: (2024)

RNG: Reducing Multi-level Noise and Multi-grained Semantic Gap for Joint Multimodal Aspect-Sentiment Analysis
by: Liu, Yaxin, et al.
Published: (2024)

A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis
by: Zhou, Changzhi, et al.
Published: (2024)

Multi-View Attention Syntactic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis
by: Huang, Xiang, et al.
Published: (2025)

Single-Pass, Depth-Selective Reading for Multi-Aspect Sentiment Analysis
by: Xia, Yan, et al.
Published: (2026)

Enhancing Aspect-based Sentiment Analysis with ParsBERT in Persian Language
by: Ariai, Farid, et al.
Published: (2025)

Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales
by: Cao, Jun, et al.
Published: (2025)

RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
by: Liang, Sichu, et al.
Published: (2025)

WebWalker: Benchmarking LLMs in Web Traversal
by: Wu, Jialong, et al.
Published: (2025)

Debiasing Reward Models via Causally Motivated Inference-Time Intervention
by: Shinoda, Kazutoshi, et al.
Published: (2026)

T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction
by: Peng, Kun, et al.
Published: (2025)

PGSO: Prompt-based Generative Sequence Optimization Network for Aspect-based Sentiment Analysis
by: Dong, Hao, et al.
Published: (2024)

Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization
by: Zhang, Yanyue, et al.
Published: (2024)

Amplifying Aspect-Sentence Awareness: A Novel Approach for Aspect-Based Sentiment Analysis
by: Lawan, Adamu, et al.
Published: (2024)

DiffuSent: Towards a Unified Diffusion Framework for Aspect-Based Sentiment Analysis
by: Long, Shu, et al.
Published: (2026)

Advancing Aspect-Based Sentiment Analysis through Deep Learning Models
by: Li, Chen, et al.
Published: (2024)

PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation
by: Zhang, Linhai, et al.
Published: (2025)

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis
by: Luo, Meng, et al.
Published: (2024)

Instruct-DeBERTa: A Hybrid Approach for Aspect-based Sentiment Analysis on Textual Reviews
by: Jayakody, Dineth, et al.
Published: (2024)

Target-oriented Multimodal Sentiment Classification with Counterfactual-enhanced Debiasing
by: Liu, Zhiyue, et al.
Published: (2025)

Adaptive Data Augmentation for Aspect Sentiment Quad Prediction
by: Zhang, Wenyuan, et al.
Published: (2024)

Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction
by: Zhang, Yice, et al.
Published: (2024)

Large-Scale Aspect-Based Sentiment Analysis with Reasoning-Infused LLMs
by: Liskowski, Paweł, et al.
Published: (2026)

A Controlled Synthetic Benchmark for Educational Aspect-Based Sentiment Analysis
by: Aperstein, Yehudit, et al.
Published: (2026)

Joint Learning of Local and Global Features for Aspect-based Sentiment Classification
by: Niu, Hao, et al.
Published: (2023)

General Phrase Debiaser: Debiasing Masked Language Models at a Multi-Token Level
by: Shi, Bingkang, et al.
Published: (2023)

Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought
by: Li, Bowen, et al.
Published: (2026)

Dual Encoder: Exploiting the Potential of Syntactic and Semantic for Aspect Sentiment Triplet Extraction
by: Zhao, Xiaowei, et al.
Published: (2024)

ChatASU: Evoking LLM's Reflexion to Truly Understand Aspect Sentiment in Dialogues
by: Liu, Yiding, et al.
Published: (2024)

STAR: Stepwise Task Augmentation with Relation Learning for Aspect Sentiment Quad Prediction
by: Lai, Wenna, et al.
Published: (2025)

Single Ground Truth Is Not Enough: Adding Flexibility to Aspect-Based Sentiment Analysis Evaluation
by: Yang, Soyoung, et al.
Published: (2024)

Deep Content Understanding Toward Entity and Aspect Target Sentiment Analysis on Foundation Models
by: Vorakitphan, Vorakit, et al.
Published: (2024)

Auto-ABSA: Cross-Domain Aspect Detection and Sentiment Analysis Using Auxiliary Sentences
by: Wang, Teng, et al.
Published: (2022)

Listwise Preference Optimization with Element-wise Confusions for Aspect Sentiment Quad Prediction
by: Lai, Wenna, et al.
Published: (2025)

Dialogues Aspect-based Sentiment Quadruple Extraction via Structural Entropy Minimization Partitioning
by: Peng, Kun, et al.
Published: (2025)

Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models
by: Zhang, Yanyue, et al.
Published: (2025)